Global patterns and drivers of phosphorus pools in natural soils 1

15 Abstract. Most phosphorus (P) in soils is unavailable for direct biological uptake as it is locked within primary or secondary 16 mineral particles, adsorbed to mineral surfaces, or immobilized inside of organic material. Deciphering the composition of 17 different P pools in soil is critical for understanding P bioavailability and its underlying dynamics. However, widely used 18 global estimates of different soil P pools are based on a dataset containing few measurements in which many regions or soil 19 types are unrepresented. This poses a major source of uncertainty in assessments that rely on these estimates to quantify soil P 20 constraints on biological activity controlling global food production and terrestrial carbon balance. To address this issue, we 21 consolidated a database of six major soil P pools containing 1857 entries from globally distributed (semi-)natural soils and 11 22 related environmental variables. The P pools (labile inorganic P (Pi), labile organic P (Po), moderately labile Pi, moderately 23 labile Po, primary mineral P, and occluded P) were measured using a sequential P fractionation method. Using the database

[1]  S. Zaehle,et al.  Convergence in phosphorus constraints to photosynthesis in forests around the world , 2022, Nature Communications.

[2]  L. Aragão,et al.  Direct evidence for phosphorus limitation on Amazon forest productivity , 2022, Nature.

[3]  Ying‐ping Wang,et al.  Toward a Global Model for Soil Inorganic Phosphorus Dynamics: Dependence of Exchange Kinetics and Soil Bioavailability on Soil Physicochemical Properties , 2022, Global biogeochemical cycles.

[4]  P. Vitousek,et al.  Soil Phosphorus Exchange as Affected by Drying-Rewetting of Three Soils From a Hawaiian Climatic Gradient , 2021, Frontiers in Soil Science.

[5]  B. Zhu,et al.  Changes in soil total, microbial and enzymatic C-N-P contents and stoichiometry with depth and latitude in forest ecosystems. , 2021, The Science of the total environment.

[6]  Yongchuan Yang,et al.  Supplementary material to "Global patterns and drivers of soil total phosphorus concentration" , 2021, Earth System Science Data.

[7]  Jingyun Fang,et al.  Patterns of nitrogen and phosphorus pools in terrestrial ecosystems in China , 2021, Earth System Science Data.

[8]  Xianjin He,et al.  Latitudinal patterns of terrestrial phosphorus limitation over the globe. , 2021, Ecology letters.

[9]  S. Reed,et al.  The influence of soil age on ecosystem structure and function across biomes , 2020, Nature Communications.

[10]  N. Barrow,et al.  Measurement of the effects of pH on phosphate availability , 2020, Plant and Soil.

[11]  A. Margenot,et al.  Navigating limitations and opportunities of soil phosphorus fractionation , 2020, Plant and Soil.

[12]  N. Roy,et al.  The soil phosphate fractionation fallacy , 2020, Plant and Soil.

[13]  Yiqi Luo,et al.  Global meta-analysis shows pervasive phosphorus limitation of aboveground plant production in natural terrestrial ecosystems , 2020, Nature Communications.

[14]  M. Spohn,et al.  Formation of soil phosphorus fractions along a climate and vegetation gradient in the Coastal Cordillera of Chile , 2019, CATENA.

[15]  D. Goll,et al.  Estimates of mean residence times of phosphorus in commonly considered inorganic soil phosphorus pools , 2019, Biogeosciences.

[16]  R. Mikutta,et al.  Testing mechanisms underlying the Hedley sequential phosphorus extraction of soils , 2019, Journal of Plant Nutrition and Soil Science.

[17]  P. Ciais,et al.  GOLUM-CNP v1.0: a data-driven modeling of carbon, nitrogen and phosphorus cycles in major terrestrial biomes , 2018, Geoscientific Model Development.

[18]  C. Opp,et al.  Ecologically relevant phosphorus pools in soils and their dynamics: The story so far , 2018, Geoderma.

[19]  X. Tan,et al.  A global dataset of plant available and unavailable phosphorus in natural soils derived by Hedley method , 2018, Scientific Data.

[20]  Yiqi Luo,et al.  Effects of climate on soil phosphorus cycle and availability in natural terrestrial ecosystems , 2018, Global change biology.

[21]  Tomislav Hengl,et al.  Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential , 2018, PeerJ.

[22]  Y. Kuzyakov,et al.  Phosphorus fractions in subtropical soils depending on land use , 2018 .

[23]  Xianjin He,et al.  Soil pH predominantly controls the forms of organic phosphorus in topsoils under natural broadleaved forests along a 2500 km latitudinal gradient , 2018 .

[24]  M. Schloter,et al.  Soil phosphorus supply controls P nutrition strategies of beech forest ecosystems in Central Europe , 2017, Biogeochemistry.

[25]  B. Ringeval,et al.  Soil parent material—A major driver of plant nutrient limitations in terrestrial ecosystems , 2017, Global change biology.

[26]  P. Thornton,et al.  Global pattern and controls of soil microbial metabolic quotient , 2017 .

[27]  Hervé Monod,et al.  Phosphorus in agricultural soils: drivers of its distribution at the global scale , 2017, Global change biology.

[28]  P. Ciais,et al.  Diagnosing phosphorus limitations in natural terrestrial ecosystems in carbon cycle models , 2017, Earth's future.

[29]  P. Reich,et al.  Climate legacies drive global soil carbon stocks in terrestrial ecosystems , 2017, Science Advances.

[30]  Marvin N. Wright,et al.  SoilGrids250m: Global gridded soil information based on machine learning , 2017, PloS one.

[31]  O. Chadwick,et al.  Water balance creates a threshold in soil pH at the global scale , 2016, Nature.

[32]  Zachary M. Jones,et al.  edarf: Exploratory Data Analysis using Random Forests , 2016, J. Open Source Softw..

[33]  Chengrong Chen,et al.  A structural equation model analysis of phosphorus transformations in global unfertilized and uncultivated soils , 2016 .

[34]  H. Rennenberg,et al.  Phosphorus in forest ecosystems: New insights from an ecosystem nutrition perspective , 2016 .

[35]  M. Nicolas,et al.  Soil properties controlling inorganic phosphorus availability: general results from a national forest network and a global compilation of the literature , 2016, Biogeochemistry.

[36]  Benjamin L Turner,et al.  Soil phosphorus fractionation and nutrient dynamics along the Cooloola coastal dune chronosequence, southern Queensland, Australia , 2015 .

[37]  Andreas Ziegler,et al.  ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R , 2015, 1508.04409.

[38]  J. Gerke The acquisition of phosphate by higher plants: Effect of carboxylate release by the roots. A critical review. , 2015 .

[39]  R. Bol,et al.  Innovative methods in soil phosphorus research: A review , 2015, Journal of plant nutrition and soil science = Zeitschrift fur Pflanzenernahrung und Bodenkunde.

[40]  G. Bélanger,et al.  Modeling of phosphorus dynamics in contrasting agroecosystems using long-term field experiments , 2014, Canadian Journal of Soil Science.

[41]  Trevor J. Hastie,et al.  Confidence intervals for random forests: the jackknife and the infinitesimal jackknife , 2013, J. Mach. Learn. Res..

[42]  W. Post,et al.  The role of phosphorus dynamics in tropical forests – a modeling study using CLM-CNP , 2013 .

[43]  Sohini Ramachandran,et al.  The phosphorus concentration of common rocks—a potential driver of ecosystem P status , 2013, Plant and Soil.

[44]  Benjamin L Turner,et al.  Isolating the influence of pH on the amounts and forms of soil organic phosphorus , 2013 .

[45]  Atul K. Jain,et al.  The distribution of soil phosphorus for global biogeochemical modeling , 2012 .

[46]  Daniel S. Goll,et al.  Nutrient limitation reduces land carbon uptake in simulations with a model of combined carbon, nitrogen and phosphorus cycling , 2012 .

[47]  A. Schrijver,et al.  Four decades of post-agricultural forest development have caused major redistributions of soil phosphorus fractions , 2012, Oecologia.

[48]  B. Houlton,et al.  Nitrogen inputs accelerate phosphorus cycling rates across a wide variety of terrestrial ecosystems. , 2012, The New phytologist.

[49]  Xiaojuan Yang,et al.  Phosphorus transformations as a function of pedogenesis: A synthesis of soil phosphorus data using Hedley fractionation method , 2011 .

[50]  S. Newman,et al.  Revisiting the fundamentals of phosphorus fractionation of sediments and soils , 2011 .

[51]  David L. Jones,et al.  Phosphorus saturation and pH differentially regulate the efficiency of organic acid anion-mediated P solubilization mechanisms in soil , 2011, Plant and Soil.

[52]  Stephen Porder,et al.  Understanding ecosystem retrogression , 2010 .

[53]  A. Porporato,et al.  The role of tectonic uplift, climate, and vegetation in the long-term terrestrial phosphorous cycle , 2010 .

[54]  S. Hart,et al.  Phosphorus and soil development: does the Walker and Syers model apply to semiarid ecosystems? , 2010, Ecology.

[55]  M. Bakker,et al.  Process-based assessment of phosphorus availability in a low phosphorus sorbing forest soil using isotopic dilution methods. , 2009 .

[56]  Rachel M. Law,et al.  A global model of carbon, nitrogen and phosphorus cycles for the terrestrial biosphere , 2009 .

[57]  W. Silver,et al.  Effects of carbon additions on iron reduction and phosphorus availability in a humid tropical forest soil , 2009 .

[58]  O. Chadwick,et al.  Climate and soil-age constraints on nutrient uplift and retention by plants. , 2009, Ecology.

[59]  N. Mahowald,et al.  Global distribution of atmospheric phosphorus sources, concentrations and deposition rates, and anthropogenic impacts , 2008 .

[60]  Achim Zeileis,et al.  BMC Bioinformatics BioMed Central Methodology article Conditional variable importance for random forests , 2008 .

[61]  P. Brookes,et al.  Relationships between soil pH and microbial properties in a UK arable soil , 2008 .

[62]  Helmut Hillebrand,et al.  Global analysis of nitrogen and phosphorus limitation of primary producers in freshwater, marine and terrestrial ecosystems. , 2007, Ecology letters.

[63]  H. Tiessen,et al.  Characterization of Available P by Sequential Extraction , 2007 .

[64]  S. Flores,et al.  Implications of iron solubilization on soil phosphorus release in seasonally flooded forests of the lower Orinoco River, Venezuela , 2006 .

[65]  H. Tian,et al.  Pools and distributions of soil phosphorus in China , 2005 .

[66]  E. Bünemann,et al.  Phosphorus Dynamics in a Highly Weathered Soil as Revealed by Isotopic Labeling Techniques , 2004 .

[67]  David A. Wardle,et al.  Ecosystem Properties and Forest Decline in Contrasting Long-Term Chronosequences , 2004, Science.

[68]  Peter M. Vitousek,et al.  Changes in soil phosphorus fractions and ecosystem dynamics across a long chronosequence in Hawaii. , 1995 .

[69]  N. Smeck Phosphorus dynamics in soils and landscapes , 1985 .

[70]  Peter M. Vitousek,et al.  Litterfall, Nutrient Cycling, and Nutrient Limitation in Tropical Forests , 1984 .

[71]  J. Stewart,et al.  Changes in Inorganic and Organic Soil Phosphorus Fractions Induced by Cultivation Practices and by Laboratory Incubations1 , 1982 .

[72]  C. Bayer,et al.  Adsorption and desorption of phosphorus in subtropical soils as affected by management system and mineralogy , 2016 .

[73]  P. Ciais,et al.  Significant contribution of combustion-related emissions to the atmospheric phosphorus budget , 2015 .

[74]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[75]  M. Bakker,et al.  Microbial processes controlling P availability in forest spodosols as affected by soil depth and soil properties , 2012 .

[76]  Stephen Porder,et al.  Terrestrial phosphorus limitation: mechanisms, implications, and nitrogen-phosphorus interactions. , 2010, Ecological applications : a publication of the Ecological Society of America.

[77]  R. Armstrong,et al.  Transformations and availability of phosphorus in three contrasting soil types from native and farming systems: A study using fractionation and isotopic labeling techniques , 2010 .

[78]  Andy Liaw,et al.  Classification and Regression by randomForest , 2007 .

[79]  L. Breiman Random Forests , 2001, Machine Learning.

[80]  Robert B. Jackson,et al.  © 2001 Kluwer Academic Publishers. Printed in the Netherlands. The distribution of soil nutrients with depth: Global patterns and the imprint of plants , 2022 .

[81]  W. Schlesinger,et al.  A literature review and evaluation of the. Hedley fractionation: Applications to the biogeochemical cycle of soil phosphorus in natural ecosystems , 1995 .

[82]  A. F. Harrison Soil organic phosphorus : a review of world literature , 1987 .

[83]  F. Eivazi,et al.  Phosphatases in soils , 1977 .

[84]  J. Syers,et al.  The fate of phosphorus during pedogenesis , 1976 .